Software:PandasAI

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PandasAI
Developer(s)Gabriele Venturi, Massimiliano Pronesti, Arslan Saleem
Initial releaseApril 2023
Stable release
v2.0 / March 2024
Repositorygithub.com/Sinaptik-ai/pandas-ai
Written inPython and JavaScript
Typelibrary for conversational data analysis
LicenseMIT License
Websitepandas-ai.com

PandasAI is an open-source Python library that enhances the functionality of the popular pandas library by integrating it with Large Language Models (LLMs). This approach allows users to interact with data frames through natural language[1], making data analysis more accessible and efficient[2]. PandasAI is distributed under MIT license.

How it works

PandasAI provides a natural language semantic layer that uses large language models (LLMs) to convert the user query into pandas and SQL code[3]. The code is then executed and the output of the analysis is returned to the user.

PandasAI is not limited to the pandas library, but it can use the whole ecosystem, including libraries like NumPy for computantion-heavy calculation, scikit-learn for basic ML tasks[4] and matplotlib, seaborn and plotly for data visualization[5].

History

PandasAI was launched on April 2023 as an open source project by Gabriele Venturi. It immediately earned traction, reaching the milestone of 5.000 stars on GitHub in approximately 2 weeks[6].

The company, based in Munich, after incorporating in May 2023 announced a $1.1M pre-seed round from Runa Capital, Episode 1 and Exor Ventures in September 2023[7][8][9].

References